3D brain tumor datasets for classification

Question

I am a research master student and I need the data to finish my thesis, I would like a MRI brain tumor dataset for classification, which contains certain classes from this list (malignant, benign, atypica, pituitary adenoma, pituitary cacinoma, craniopharvngioma, rathke's cleft cyst) Would you suggest a database please?

Pluviophile · Accepted Answer

Brain Tumor Classification (MRI) with four Classes MRI images into four classes

glioma_tumor
meningioma_tumor
no_tumor
pituitary_tumor

GitHub Link
The folder contains MRI data. The images are already split into Training and Testing folders.
Each folder has more four subfolders. These folders have MRIs of respective tumor classes.

The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) is a challenge focused on brain tumor segmentation and occurs on a yearly basis on MICCAI.
This dataset, from the 2015 challenge, contains data and expert annotations on four types of MRI images:

T1
T1c
T2
FLAIR

Download Here

Brain Tumor Segmentation(BraTS2020)

Additional References

BITE: Brain Images of Tumors for Evaluation database
Brain Tumor Segmentation
Kaggle

3D brain tumor datasets for classification

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